# Introduction:
Department

Here are preliminary results of the bibliometric mapping of the 2022 Luxembourg research evaluation. Its purpose is:

The method for the research-field-mapping can be reiviewed here:

Rakas, M., & Hain, D. S. (2019). The state of innovation system research: What happens beneath the surface?. Research Policy, 48(9), 103787.

Seed Articles

The seed articles deemed representative for the active areas of research in the institution, and include authors affiliated with the institution. They can be selected in three ways:

  1. Via bibliographic clustering of the institutions publications and selection of most central articles per cluster (only clsuters where n >= 0.05N). Selection can be found at https://github.com/daniel-hain/biblio_lux_2022/blob/master/output/seed/scopus_lih_tmoh_seed.csv
  2. Manual selection of relevant publications.
  3. A combination of 1. and 2.

The present analysis is based on the following seed articles:

AU PY TI JI
GONDER S;FERNANDEZ BOTANA I… 2020 METHOD FOR THE ANALYSIS OF THE TUMOR MICROENVIRONMENT BY MASS CYTOMETRY: APPLICATION TO CHRONIC L… FRONT. IMMUNOL.
DITTMAR G;WINKLHOFER KF 2020 LINEAR UBIQUITIN CHAINS: CELLULAR FUNCTIONS AND STRATEGIES FOR DETECTION AND QUANTIFICATION FRONT. CHEM.
SCHLICKER L;BOERS HM;DUDEK … 2019 POSTPRANDIALMETABOLIC EFFECTS OF FIBERMIXES REVEALED BY IN VIVO STABLE ISOTOPE LABELING IN HUMANS METABOLITES
DUFRESNE J;BOWDEN P;THAVARA… 2018 THE PLASMA PEPTIDOME 03 CHEMICAL SCIENCES 0301 ANALYTICAL CHEMISTRY CLIN. PROTEOMICS
BAHLAWANE C;SCHMITZ M;LETEL… 2017 INSIGHTS INTO LIGAND STIMULATION EFFECTS ON GASTRO-INTESTINAL STROMAL TUMORS SIGNALLING CELL. SIGNAL.

General Overview over articles

Main Indicators: Publications, Authors, Countries (Tabular)

## 
## 
## MAIN INFORMATION ABOUT DATA
## 
##  Timespan                              2016 : 2021 
##  Sources (Journals, Books, etc)        2000 
##  Documents                             6971 
##  Average years from publication        3.33 
##  Average citations per documents       23.25 
##  Average citations per year per doc    5.017 
##  References                            311920 
##  
## DOCUMENT TYPES                     
##  article               5775 
##  book chapter          151 
##  conference paper      155 
##  data paper            16 
##  editorial             2 
##  letter                10 
##  note                  10 
##  retracted             1 
##  review                819 
##  short survey          32 
##  
## DOCUMENT CONTENTS
##  Keywords Plus (ID)                    38267 
##  Author's Keywords (DE)                13834 
##  
## AUTHORS
##  Authors                               37499 
##  Author Appearances                    57093 
##  Authors of single-authored documents  140 
##  Authors of multi-authored documents   37359 
##  
## AUTHORS COLLABORATION
##  Single-authored documents             153 
##  Documents per Author                  0.186 
##  Authors per Document                  5.38 
##  Co-Authors per Documents              8.19 
##  Collaboration Index                   5.48 
##  
## 
## Annual Scientific Production
## 
##  Year    Articles
##     2016      943
##     2017     1115
##     2018     1089
##     2019     1226
##     2020     1333
##     2021     1265
## 
## Annual Percentage Growth Rate 6.051244 
## 
## 
## Most Productive Authors
## 
##    Authors        Articles Authors        Articles Fractionalized
## 1         WANG Y       138        WANG Y                    18.52
## 2         LI Y         122        LI Y                      16.90
## 3         WANG J       109        ZHANG Y                   12.64
## 4         ZHANG Y      106        WANG J                    12.61
## 5         LIU Y         90        LIU Y                     11.84
## 6         LI J          86        LI J                      11.44
## 7         WANG X        86        WANG X                    10.60
## 8         ZHANG X       82        ZHANG X                   10.48
## 9         CHEN Y        75        LI X                       9.91
## 10        LI X          75        LI Z                       9.67
## 
## 
## Top manuscripts per citations
## 
##                        Paper                                 DOI   TC TCperYear   NTC
## 1  QIN C, 2020, CLIN INFECT DIS       10.1093/cid/ciaa248        2424       808 165.9
## 2  TATE JG, 2019, NUCLEIC ACIDS RES   10.1093/nar/gky1015        1394       348  62.6
## 3  BECHT E, 2019, NAT BIOTECHNOL      10.1038/nbt.4314           1214       304  54.5
## 4  FORBES SA, 2017, NUCLEIC ACIDS RES 10.1093/nar/gkw1121        1170       195  32.8
## 5  HADJADJ J, 2020, SCI               10.1126/science.abc6027    1127       376  77.1
## 6  WOLF FA, 2018, GENOME BIOL         10.1186/s13059-017-1382-0  1050       210  35.5
## 7  ZHANG Q, 2017, CELL                10.1016/j.cell.2016.12.012  906       151  25.4
## 8  HUANG AC, 2017, NATURE             10.1038/nature22079         836       139  23.4
## 9  SWATEK KN, 2016, CELL RES          10.1038/cr.2016.39          805       115  20.8
## 10 AZIZI E, 2018, CELL                10.1016/j.cell.2018.05.060  653       131  22.0
## 
## 
## Corresponding Author's Countries
## 
##           Country Articles   Freq  SCP MCP MCP_Ratio
## 1  USA                1645 0.2609 1223 422     0.257
## 2  CHINA              1237 0.1962 1040 197     0.159
## 3  GERMANY             446 0.0707  271 175     0.392
## 4  UNITED KINGDOM      345 0.0547  183 162     0.470
## 5  JAPAN               254 0.0403  222  32     0.126
## 6  FRANCE              223 0.0354  132  91     0.408
## 7  ITALY               181 0.0287  120  61     0.337
## 8  CANADA              173 0.0274  100  73     0.422
## 9  NETHERLANDS         164 0.0260   89  75     0.457
## 10 KOREA               145 0.0230  120  25     0.172
## 
## 
## SCP: Single Country Publications
## 
## MCP: Multiple Country Publications
## 
## 
## Total Citations per Country
## 
##      Country      Total Citations Average Article Citations
## 1  USA                      55030                     33.45
## 2  CHINA                    18315                     14.81
## 3  UNITED KINGDOM           14021                     40.64
## 4  GERMANY                  10596                     23.76
## 5  SWITZERLAND               5110                     44.43
## 6  FRANCE                    4560                     20.45
## 7  JAPAN                     4138                     16.29
## 8  ITALY                     3859                     21.32
## 9  NETHERLANDS               3454                     21.06
## 10 CANADA                    2962                     17.12
## 
## 
## Most Relevant Sources
## 
##                    Sources        Articles
## 1  SCIENTIFIC REPORTS                  165
## 2  NATURE COMMUNICATIONS               157
## 3  EUROPEAN JOURNAL OF IMMUNOLOGY      113
## 4  ANALYTICAL CHEMISTRY                111
## 5  JOURNAL OF PROTEOME RESEARCH        109
## 6  FRONTIERS IN IMMUNOLOGY             105
## 7  METHODS IN MOLECULAR BIOLOGY        101
## 8  PLOS ONE                             95
## 9  ONCOTARGET                           69
## 10 CELL REPORTS                         66
## 
## 
## Most Relevant Keywords
## 
##         Author Keywords (DE)      Articles Keywords-Plus (ID)     Articles
## 1  UBIQUITIN                           241    HUMAN                   4615
## 2  MASS CYTOMETRY                      200    HUMANS                  3919
## 3  PROTEOMICS                          198    ARTICLE                 3918
## 4  MASS SPECTROMETRY                   181    FEMALE                  3025
## 5  UBIQUITINATION                      137    MALE                    2780
## 6  INFLAMMATION                        118    METABOLISM              2756
## 7  CYTOF                               109    CONTROLLED STUDY        2754
## 8  GASTROINTESTINAL STROMAL TUMOR       93    PRIORITY JOURNAL        2369
## 9  FLOW CYTOMETRY                       90    SIGNAL TRANSDUCTION     2051
## 10 CANCER                               88    GENETICS                1955

Main Indicators: Publications, Authors, Countries (Graphical)

Cited references

Top 20 cited references (by corpus documents):

CR n
KOMANDER, D., RAPE, M., THE UBIQUITIN CODE (2012) ANNU. REV. BIOCHEM., 81, PP. 203-229 145
, (, ): PMID:,, PMCID 89
YAU, R., RAPE, M., THE INCREASING COMPLEXITY OF THE UBIQUITIN CODE (2016) NAT. CELL BIOL., 18, PP. 579-586 79
, (, ): PMID 76
CRAIG, R., BEAVIS, R.C., TANDEM: MATCHING PROTEINS WITH TANDEM MASS SPECTRA (2004) BIOINFORMATICS, 20, PP. 1466-1467 75
MARQUARDT, D.W., AN ALGORITHM FOR LEAST-SQUARES ESTIMATION OF NONLINEAR PARAMETERS (1963) J. SOC. IND. APPL. MATH., 11 (2), PP. 431-441 72
LEVENBERG, K., A METHOD FOR THE SOLUTION OF CERTAIN NON-LINEAR PROBLEMS IN LEAST SQUARES (1944) Q. APPL. MATH., 2, PP. 164-168 67
MEYER, H.J., RAPE, M., ENHANCED PROTEIN DEGRADATION BY BRANCHED UBIQUITIN CHAINS (2014) CELL, 157, PP. 910-921 67
HERSHKO, A., CIECHANOVER, A., THE UBIQUITIN SYSTEM (1998) ANNU. REV. BIOCHEM., 67, PP. 425-479 65
SWATEK, K.N., KOMANDER, D., UBIQUITIN MODIFICATIONS (2016) CELL RES., 26, PP. 399-422 63
SWATEK, K.N., KOMANDER, D., UBIQUITIN MODIFICATIONS (2016) CELL RES, 26, PP. 399-422 62
MARQUARDT, D.W., AN ALGORITHM FOR LEAST-SQUARES ESTIMATION OF NONLINEAR PARAMETERS (1963) J. SOC. IND. APPL. MATH., 11, PP. 431-441 61
MICHEAU, O., TSCHOPP, J., INDUCTION OF TNF RECEPTOR I-MEDIATED APOPTOSIS VIA TWO SEQUENTIAL SIGNALING COMPLEXES (2003) CELL, 114, PP. 181-190 61
MARQUARDT, D.W., AN ALGORITHM FOR LEAST-SQUARES ESTIMATION OF NONLINEAR PARAMETERS (1963) JOURNAL OF THE SOCIETY FOR INDUSTRIAL AND APPLIED MATHEMATICS, 11 (2), PP. 431-441 59
SPITZER, M.H., NOLAN, G.P., MASS CYTOMETRY: SINGLE CELLS, MANY FEATURES (2016) CELL, 165, PP. 780-791 55
COX, J., MANN, M., MAXQUANT ENABLES HIGH PEPTIDE IDENTIFICATION RATES, INDIVIDUALIZED P.P.B.-RANGE MASS ACCURACIES AND PROTEOME-WIDE PROTEIN QUANTIFICATION (2008) NAT. BIOTECHNOL., 26, PP. 1367-1372 54
HUANG DA, W., SHERMAN, B.T., LEMPICKI, R.A., SYSTEMATIC AND INTEGRATIVE ANALYSIS OF LARGE GENE LISTS USING DAVID BIOINFORMATICS RESOURCES (2009) NAT PROTOC, 4, PP. 44-57 51
HUSNJAK, K., DIKIC, I., UBIQUITIN-BINDING PROTEINS: DECODERS OF UBIQUITIN-MEDIATED CELLULAR FUNCTIONS (2012) ANNU. REV. BIOCHEM., 81, PP. 291-322 51
LEVENBERG, K., A METHOD FOR THE SOLUTION OF CERTAIN NON-LINEAR PROBLEMS IN LEAST SQUARES (1944) Q. APPL. MATH., 2 (2), PP. 164-168 51
MEVISSEN, T.E.T., KOMANDER, D., MECHANISMS OF DEUBIQUITINASE SPECIFICITY AND REGULATION (2017) ANNU. REV. BIOCHEM., 86, PP. 159-192 51

Additional analysis

Authors, Themes & Journals

Endnotes

All results are preliminary so far…